Triple
T4657174
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marine Corps Air Ground Combat Center Twentynine Palms |
E102437
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | Twentynine Palms, California |
E16996
|
NE FINISHED |
How this triple was built (2 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Twentynine Palms, California | Statement: [Marine Corps Air Ground Combat Center Twentynine Palms, locatedIn, Twentynine Palms, California]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Twentynine Palms, California Context triple: [Marine Corps Air Ground Combat Center Twentynine Palms, locatedIn, Twentynine Palms, California]
-
A.
Twentynine Palms, California
chosen
Twentynine Palms, California is a small desert city in Southern California known as a gateway to Joshua Tree National Park and for its proximity to the Marine Corps Air Ground Combat Center.
-
B.
Palm Desert
Palm Desert is a resort city in Southern California known for its golf courses, upscale shopping, and desert landscapes.
-
C.
Mojave, California
Mojave, California is a small desert community in Kern County known as a hub for aerospace testing and commercial spaceflight activities.
-
D.
Yucca Valley, California
Yucca Valley, California is a high-desert town in San Bernardino County near Joshua Tree National Park, known for its scenic landscapes and residential communities.
-
E.
Desert Hot Springs
Desert Hot Springs is a small California city in the Coachella Valley known for its natural hot mineral springs and spa resorts.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69bd43d823288190952279faa0d1d066 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd631a855c81909773737fd238a14d |
completed | March 20, 2026, 3:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdfaf5a0988190b097ef71301aebbe |
completed | March 21, 2026, 1:57 a.m. |
Created at: March 20, 2026, 1:14 p.m.